ZBTB33 (Kaiso) methylated binding sites are associated with primed heterochromatin
Bibliographic record
Abstract
Abstract Background ZBTB33, also known as Kaiso, is a member of the zinc finger and BTB/POZ family. In contrast to many transcription factors, ZBTB33 has the ability to bind both a sequence-specific consensus and methylated DNA. Although these dual binding preferences enable ZBTB33 to function as an active as well as repressive regulator of gene expression, little is known about the underlining molecular mechanisms. Results In this study, we aimed to investigate the role of ZBTB33 as a methylated DNA binding factor. We took advantage of the latest releases of the ENCODE sequencing datasets, including ZBTB33 ChIP- seq, whole genome bisulfite sequencing (WGBS), histone mark ChIP-seq and sequencing assays determining the chromatin states, to characterize the chromatin landscapes surrounding methylated ZBTB33 binding sites. Interestingly, our integrative analyses demonstrated that the majority of methylated ZBTB33 binding sites were located within condensed chromatin, which are inaccessible to DNase I and Tn5 transposase. Moreover, these sites were carrying a newly revealed histone post-translational modification signature, with significant enrichment of mono-methylation at lysine 4 of histone 3 (H3K4me1) and a complete absence of other active or expected repressive histone marks. Conclusions Overall, our analyses revealed that ZBTB33 has the unique ability to bind methylated DNA across heterochromatin in a transition state, suggesting a potential role for ZBTB33 in heterochromatin priming.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".